Paper Citation Record · LEDGER

Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2402.12374.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2402.12374 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:43:27.709855Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-10T21:57:38.877082Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ca67f8bb-bea2-4a3b-84c2-8dc99c3db2fc · inbound

Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment cites this paper.

Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T20:43:27.709855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44775d27-2243-4374-b8be-bba113f3069f · inbound

Reward-Guided Speculative Decoding for Efficient LLM Reasoning cites this paper.

Reward-Guided Speculative Decoding for Efficient LLM Reasoning Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T20:42:44.038874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71ce0ee4-1c8f-4fda-92fe-3a28b33cd8b2 · inbound

CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing cites this paper.

CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T13:58:44.961855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a260b83-81ef-4d10-b341-a15956c9039a · inbound

Reinforcement Speculative Decoding for Fast Ranking cites this paper.

Reinforcement Speculative Decoding for Fast Ranking Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:45.134263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0fb433f-8dc3-4c79-b65e-8b1912fdd96f · inbound

Ghidorah: Fast LLM Inference on Edge with Speculative Decoding and Hetero-Core Parallelism cites this paper.

Ghidorah: Fast LLM Inference on Edge with Speculative Decoding and Hetero-Core Parallelism Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:02:10.146184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8e408a9-3f68-4a6b-9d9b-66e4a7c6ea7e · inbound

CLaSp: In-Context Layer Skip for Self-Speculative Decoding cites this paper.

CLaSp: In-Context Layer Skip for Self-Speculative Decoding Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:10.136842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c16b1021-5b22-406e-aa9f-66951e9de411 · inbound

POSS: Position Specialist Generates Better Draft for Speculative Decoding cites this paper.

POSS: Position Specialist Generates Better Draft for Speculative Decoding Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:15.615129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bd3abf8-8249-48b8-942d-647eee2cf914 · inbound

BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute cites this paper.

BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T22:05:26.619470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b5560ce-9c21-4436-92ab-f9fec4d89794 · inbound

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding cites this paper.

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T14:42:56.148559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6562a1fd-004e-427d-8313-e39ddc99c0db · inbound

When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding? cites this paper.

When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding? Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:26:25.031764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation df2b6d36-4715-4033-9b8f-b01e22a84554 · inbound

When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding? cites this paper.

When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding? Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:36:23.911049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 42806ac7-c126-41fc-887e-9f56577700e0 · inbound

CR^2: Cost-Aware Risk-Controlled Routing for Wireless Device-Edge LLM Inference cites this paper.

CR^2: Cost-Aware Risk-Controlled Routing for Wireless Device-Edge LLM Inference Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-13T04:57:17.476800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 988fca6a-bc69-4c7a-b112-bbb55a6987d8 · inbound

Performance-Driven Policy Optimization for Speculative Decoding with Adaptive Windowing cites this paper.

Performance-Driven Policy Optimization for Speculative Decoding with Adaptive Windowing Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:42:39.732462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 48cf4a56-8d38-46e3-b4c2-528d048fa4b3 · inbound

Bastion: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting cites this paper.

Bastion: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T08:53:15.751420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 107303cb-72e3-4c49-a2e1-198f9a4e2f38 · inbound

DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation cites this paper.

DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 98

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T19:02:34.612384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0b5056c8-38e7-4d2a-b2e1-11655373fc27 · inbound

D^2SD: Accelerating Speculative Decoding with Dual Diffusion Draft Models cites this paper.

D^2SD: Accelerating Speculative Decoding with Dual Diffusion Draft Models Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-02T10:56:52.695567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 002ffb3f-9754-446c-8184-c2d8f7f99e89 · inbound

From 2D Grids to 1D Tokens: Reforming Shared Representations for Multimodal Image Fusion cites this paper.

From 2D Grids to 1D Tokens: Reforming Shared Representations for Multimodal Image Fusion Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 48

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T10:27:57.134688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5bb77a62-e345-4888-b117-22dbdf2ac765 · inbound

Dustin: Draft-Augmented Sparse Verification for Efficient Long-Context Generation with Speculative Decoding cites this paper.

Dustin: Draft-Augmented Sparse Verification for Efficient Long-Context Generation with Speculative Decoding Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:49:58.015384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4461339e-ed35-4fd6-8c97-9c8243cc06ca · inbound

Speculative Decoding at Temperature Zero: A Scoped Safety-Invariance Screen with a 48,072-Sample Expansion cites this paper.

Speculative Decoding at Temperature Zero: A Scoped Safety-Invariance Screen with a 48,072-Sample Expansion Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:59:58.305364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 833eb78a-1ee1-4d0d-be6a-9d4f0bec8023 · inbound

Trees from Marginals: Autoregressive drafting with factorized priors cites this paper.

Trees from Marginals: Autoregressive drafting with factorized priors Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-07-10T21:57:38.893570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b9dedb55-c2b9-46f1-a5ad-17618170da72 · inbound

Trees from Marginals: Autoregressive drafting with factorized priors cites this paper.

Trees from Marginals: Autoregressive drafting with factorized priors Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-14T15:58:05.356765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9867d121-fb41-499d-ad4e-5a2fd5c66598 · inbound

AngelSpec: Towards Real-World High Performance Inference with Speculative Decoding cites this paper.

AngelSpec: Towards Real-World High Performance Inference with Speculative Decoding Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T01:22:12.843921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3de8ecb-b680-473d-be28-b5d77abdf3a5 · inbound

Beyond KV Reconstruction: Functional Reconstruction for MLA Draft Models in Speculative Decoding cites this paper.

Beyond KV Reconstruction: Functional Reconstruction for MLA Draft Models in Speculative Decoding Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T10:55:32.079893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41c3e34a-2038-4378-b496-0fa3be60e862 · inbound

Bole: Efficient Tree Speculation for Hybrid-Attention Language Models cites this paper.

Bole: Efficient Tree Speculation for Hybrid-Attention Language Models Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T23:34:56.714038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c4fb294-1a60-40a8-8bdb-5c749b5ced11 · inbound

Approximate Speculative Decoding cites this paper.

Approximate Speculative Decoding Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T19:02:12.568118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efa1ef77-0fb2-48ac-89d2-8614997cad04 · inbound

AsymSpec: Efficient Cloud-Edge Speculative Decoding over Asymmetric Networks cites this paper.

AsymSpec: Efficient Cloud-Edge Speculative Decoding over Asymmetric Networks Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T12:36:19.898830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2055f79f-efb3-4781-b2ee-6dea2c53cc7a · inbound

EdgeXpert: An Edge Device for Memory-Efficient LLM Inference with Mixture-of-Experts and Speculative Decoding cites this paper.

EdgeXpert: An Edge Device for Memory-Efficient LLM Inference with Mixture-of-Experts and Speculative Decoding Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-08T15:48:05.504790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.